Functional Specifications, Business Process Analysis, Requirements Management, performance metrics, Product roadmap development, Agile product delivery, AI literacy, Knowledge of AI ML solutions, Data platforms, Industrial digital technologies, Backlog management, User story development, Digital fluency, Acceptance criteria, Product lifecycle management, Stakeholder requirement gathering

unstructured data , Spark SQL, Apis, Python, Agentic AI principles, Prompt engineering, Simulation Models, Tool-using AI agents, LLMs, Autonomous workflows, heuristics, GenAI ecosystems, Structured data, Operations Research Optimization, Linear Mixed Integer Programming, Utility-based agents, Multi-step decision systems, MLOps deployment pipelines, Data pipelines, Multi-agent systems